Image Classification on EMNIST Letters 4 (test)
67.42AccuracyTI-RI-SVM
Evaluation Results
| Method | Links | |
|---|---|---|
| TI-RI-SVMTraining Samples=5002021.09 | 67.42 | |
| L-TI-RI-SVMTraining Samples=5002021.09 | 66.42 | |
| L-TI-SVMTraining Samples=5002021.09 | 64.66 | |
| TI-SVMTraining Samples=5002021.09 | 63.52 | |
| L-RI-SVMTraining Samples=5002021.09 | 59.76 | |
| RI-SVMTraining Samples=5002021.09 | 59.04 | |
| L-SVMTraining Samples=5002021.09 | 58.05 | |
| TD (two-sided)Training Samples=5002021.09 | 57.63 | |
| Best CNN / ResNetTraining Samples=5002021.09 | 57.06 | |
| SVMTraining Samples=5002021.09 | 56.38 | |
| RI-SVM (Average-Fit)Training Samples=5002021.09 | 56.22 | |
| L-TI-RI-SVMTraining Samples=2002021.09 | 55.18 | |
| Best CNN / ResNetTraining Samples=2002021.09 | 53.17 | |
| L-TI-SVMTraining Samples=2002021.09 | 52.81 | |
| TI-RI-SVMTraining Samples=2002021.09 | 52.4 | |
| TI-SVMTraining Samples=2002021.09 | 48.12 | |
| L-RI-SVMTraining Samples=2002021.09 | 47.29 | |
| TD (two-sided)Training Samples=2002021.09 | 45.31 | |
| L-SVMTraining Samples=2002021.09 | 45.08 | |
| RI-SVMTraining Samples=2002021.09 | 45.02 | |
| L-TI-RI-SVMTraining Samples=1002021.09 | 44.56 | |
| TI-RI-SVMTraining Samples=1002021.09 | 43.16 | |
| SVMTraining Samples=2002021.09 | 42.74 | |
| L-TI-SVMTraining Samples=1002021.09 | 42.51 | |
| RI-SVM (Average-Fit)Training Samples=2002021.09 | 42.41 | |
| TI-SVMTraining Samples=1002021.09 | 39.94 | |
| L-RI-SVMTraining Samples=1002021.09 | 38.39 | |
| RI-SVMTraining Samples=1002021.09 | 38.03 | |
| TD (two-sided)Training Samples=1002021.09 | 37.99 | |
| L-SVMTraining Samples=1002021.09 | 37.01 | |
| RI-SVM (Average-Fit)Training Samples=1002021.09 | 36.82 | |
| SVMTraining Samples=1002021.09 | 36.65 | |
| Best CNN / ResNetTraining Samples=1002021.09 | 33.82 |